{"id":"W7097945234","doi":"","title":"Escherichia coli Isolates from Cow-Calf Herds in Western Canada","year":2007,"lang":"en","type":"article","venue":"","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Escherichia coli; Herd; Serotype; Enterobacteriaceae; Outbreak","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001981383,0.0002602857,0.0001581338,0.0009740202,0.001520721,0.0005215689,0.0003155259,0.0002276102,0.002664746],"category_scores_gemma":[0.0004136513,0.0001401277,0.000139424,0.0017923,0.0003329761,0.00008808065,0.000228297,0.0002662529,0.0004449498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005102565,"about_ca_system_score_gemma":0.00710742,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.947909,"about_ca_topic_score_gemma":0.9792205,"domain_scores_codex":[0.9996885,0.00001642849,0.00001896953,0.00005779267,0.0001165278,0.0001018277],"domain_scores_gemma":[0.9997339,0.00002523,0.0000232116,0.000009262895,0.000114374,0.00009396188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005914882,0.0001980635,0.9188191,0.0003152673,0.00008286806,0.001656271,0.004368292,0.0003020188,0.02615317,0.0004968699,0.00984951,0.037167],"study_design_scores_gemma":[0.00001200134,0.00008977325,0.9850736,0.00004164978,0.0000251093,0.0003478816,0.00381287,0.00008750619,0.001929295,0.00002246027,0.008550701,0.000007271609],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768174,0.0005691499,0.0004219217,0.0002106069,0.00003543751,0.0001441753,0.01093359,0.0000254579,0.01084226],"genre_scores_gemma":[0.9469252,0.002041175,0.002257988,0.0004226609,0.00001500415,0.00003541182,0.01619792,0.00002150405,0.03208304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.052091,"threshold_uncertainty_score":0.1047955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009017904357100218,"score_gpt":0.2613129918199325,"score_spread":0.2522950874628323,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}